ruocwang / darts-pt
[ICLR2021 Outstanding Paper] Rethinking Architecture Selection in Differentiable NAS
☆104Updated 3 years ago
Alternatives and similar repositories for darts-pt:
Users that are interested in darts-pt are comparing it to the libraries listed below
- TPAMI 2021: NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size☆181Updated 2 years ago
- ☆75Updated last year
- ☆67Updated 4 years ago
- Open source reproduction in PyTorch of "Neural Predictor for Neural Architecture Search".☆39Updated 4 years ago
- [ICLR 2021] "Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective" by Wuyang Chen, Xinyu Gong, …☆167Updated 3 years ago
- Code for our ICLR'2021 paper "DrNAS: Dirichlet Neural Architecture Search"☆44Updated 4 years ago
- This repo contains the PyTorch implementation of the SNAS-Series papers☆149Updated 4 years ago
- Code for our ICML'2020 paper "Stabilizing Differentiable Architecture Search via Perturbation-based Regularization"☆76Updated 4 years ago
- [NeurIPS 2020] "Does Unsupervised Architecture Representation Learning Help Neural Architecture Search?" by Shen Yan, Yu Zheng, Wei Ao, X…☆49Updated 4 years ago
- Zero-Cost Proxies for Lightweight NAS☆151Updated 2 years ago
- code for "AttentiveNAS Improving Neural Architecture Search via Attentive Sampling"☆104Updated 3 years ago
- Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search☆176Updated last year
- Neural Architecture Transfer (Arxiv'20), PyTorch Implementation☆156Updated 4 years ago
- Understanding and Robustifying DARTS☆155Updated last year
- ☆35Updated 3 years ago
- (ICCV 2021) BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search☆140Updated 3 years ago
- Code for "DARTS-: Robustly Stepping out of Performance Collapse Without Indicators"☆57Updated 4 years ago
- XNAS: An effective, modular, and flexible Neural Architecture Search (NAS) framework.☆48Updated 2 years ago
- Code for "Picking Winning Tickets Before Training by Preserving Gradient Flow" https://openreview.net/pdf?id=SkgsACVKPH☆103Updated 5 years ago
- This repository contains the publishable code for CVPR 2021 paper TransNAS-Bench-101: Improving Transferrability and Generalizability of …☆22Updated 2 years ago
- Measuring and predicting on-device metrics (latency, power, etc.) of machine learning models☆66Updated 2 years ago
- PyTorch port of "Efficient Neural Architecture Search via Parameters Sharing"☆53Updated 6 years ago
- Official PyTorch implementation of "Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets" (ICLR 2021)☆64Updated 8 months ago
- ☆40Updated last year
- [ICLR 2020] NAS evaluation is frustratingly hard☆149Updated last year
- Pytorch implementation of the paper "SNIP: Single-shot Network Pruning based on Connection Sensitivity" by Lee et al.☆107Updated 5 years ago
- Generic Neural Architecture Search via Regression (NeurIPS'21 Spotlight)☆36Updated 2 years ago
- A PyTorch implementation of NASBench☆52Updated last year
- "Understanding and Accelerating Neural Architecture Search with Training-Free and Theory-Grounded Metrics" by Wuyang Chen, Xinyu Gong, Yu…☆26Updated last year
- ☆96Updated 5 years ago